Search Results for author: Toan Duc Bui

Found 5 papers, 2 papers with code

Flow-based Deformation Guidance for Unpaired Multi-Contrast MRI Image-to-Image Translation

no code implementations3 Dec 2020 Toan Duc Bui, Manh Nguyen, Ngan Le, Khoa Luu

To capture temporal structures in the medical images, we explore the displacement between the consecutive slices using a deformation field.

Image-to-Image Translation

Multi-Site Infant Brain Segmentation Algorithms: The iSeg-2019 Challenge

no code implementations4 Jul 2020 Yue Sun, Kun Gao, Zhengwang Wu, Zhihao Lei, Ying WEI, Jun Ma, Xiaoping Yang, Xue Feng, Li Zhao, Trung Le Phan, Jitae Shin, Tao Zhong, Yu Zhang, Lequan Yu, Caizi Li, Ramesh Basnet, M. Omair Ahmad, M. N. S. Swamy, Wenao Ma, Qi Dou, Toan Duc Bui, Camilo Bermudez Noguera, Bennett Landman, Ian H. Gotlib, Kathryn L. Humphreys, Sarah Shultz, Longchuan Li, Sijie Niu, Weili Lin, Valerie Jewells, Gang Li, Dinggang Shen, Li Wang

Deep learning-based methods have achieved state-of-the-art performance; however, one of major limitations is that the learning-based methods may suffer from the multi-site issue, that is, the models trained on a dataset from one site may not be applicable to the datasets acquired from other sites with different imaging protocols/scanners.

Brain Segmentation

3D Densely Convolutional Networks for VolumetricSegmentation

1 code implementation arXiv preprint 2017 Toan Duc Bui, Jitae Shin, Taesup Moon

The proposed network architecture provides a dense connection between layers that aims to improve the information flow in the network.

3D Medical Imaging Segmentation Brain Segmentation +2

3D Densely Convolutional Networks for Volumetric Segmentation

1 code implementation11 Sep 2017 Toan Duc Bui, Jitae Shin, Taesup Moon

The proposed network architecture provides a dense connection between layers that aims to improve the information flow in the network.

Brain Segmentation Infant Brain Mri Segmentation +1

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